Abstract
In this study, the production of bio-oil by pyrolysis with microwave (MW) heating was tested experimentally. Two magnetrons with a total MW power of 1,600 W were used in the pyrolysis setup. The electric field strength was 185.38 V·m−2 at an MW frequency of 2.45 GHz. Cashew nut shells (CNS) or Cassia fistula pods (CFP) were pyrolyzed at 400°C, 500°C, or 600°C, with biomass-to-activated carbon ratio set at 70:30, 80:20, or 90:10. The largest yield of bio-oil was found for CNS at 600°C, and for CFP at 500°C, both with 90:10 ratio, achieving, respectively, 20.0% and 15.8% yields. When the bio-oil yields from CNS and CFP at 90:10 ratio and 400–600°C were analyzed with gas chromatograph-mass spectrometer, the components found included acids, esters, ketones, furans, pyrans, guaiacol, syringol and phenols, and phenolic derivatives were the dominant type of compounds. There were 23.56% and 13.23% phenolic derivatives, respectively, in the bio-oils from CNS (at 500°C) and from CFP (at 400°C). An analysis with Folin–Ciocalteu reagent of the phenolic contents in bio-oils gave the respective ranges 146.83–164.83 mg·GAE·g·DW−1 and 39.34–45.91 mg·GAE·g DW−1 for CNS and CFP (both run with 90:10 ratio).
1 Introduction
The reserves of fossil fuels decrease with consumption, and their costs are gradually rising. In addition to the negative environmental effects, concerns about the eventual scarcity of fossil fuels exist. Since agricultural biomass is expected to replace crude oil and other fossil fuels in the future, for practical adoption, it should be converted to biofuels that can substitute for oil-derived products [1]. Biomass is a naturally renewable organic energy source that can be physically stored for use when needed. Bagasse, rice husks, oil palm meal, cashew nut shells (CNS), Cassia fistula pods (CFP), wood chips, etc., are a few examples of biomass types used in Thailand. These generally constitute agricultural, industrial, and environmental waste streams [2].
Phenols are required as the major feedstock in the production of phenolic resins, plastics, insecticides, dyes, and fuels [3,4]. Since petroleum compounds are commonly used to produce phenols, the cost and accessibility of phenol feedstocks would be influenced by those of fossil fuels [5]. Many types of natural phenolic compounds differ in chemical structure, ranging from simple structures, such as in phenolic acids, to polymerized structures, such as in lignin [6].
Lignocellulosic biomass is considered a promising renewable energy source that can be transformed into a liquid product, known as bio-oil, through fast pyrolysis, and bio-oil is a promising alternative biofuel. The composition and quality of the bio-oil, which is a complex mixture of oxygenated molecules, are greatly influenced by the makeup of the biomass feedstock. Cellulose, hemicellulose, and lignin are the three primary structural constituents in lignocellulosic biomass [7], which have also been investigated as an alternative source of phenols and other phenolic compounds [8,9].
In Thailand, cashew nuts are a significant economic crop, considered an important agricultural product [10]. Most often the CNS are discarded as waste, causing hazardous waste problems in the environment. CNS contains phenols as the main constituent, along with a dark brown viscous oil known as cashew nut shell liquid (CNSL), found in the soft honeycomb structure between the inner and outer shells. CNSL accounts for approximately 30–35% of the total shell weight and is by far the most important component of the shell [11]. Commercially, there are a variety of CNSL extraction methods [12], such as roasting nuts and collecting excreted liquids, extraction of hot CNSL without charring the kernels, superheated steam treatment, and solvent extraction methods. CNSL and its derivatives are reportedly used in polymer-based industries such as friction linings, primers, paints, varnishes, binder resins, cashew cements, adhesives, and polyurethane-based polymers [13]. In addition, CNSL is also used as a feedstock for chemicals, bactericidal agents, antiseptics, insecticides, disinfectants, homogenizing agents, and substances that act on the surface [14,15]. Budaraga et al. [16] reported that CNSL was an alternative material with a high potential to replace phenol in the production of varnishes. Thailand has Cassia fistula plants distributed throughout the kingdom, and locals refer to them as “Khun” or “Ratchaphruek.” Usually, when CFPs fall from the tree to the ground, some local villagers use them to produce firewood. This plant produces a lot of pods with brown seeds for which there is no use, and a large quantity of dried pods is discarded annually [17]. According to studies, the pods contain more phenolic compounds than the other parts of C. fistula trees [18]. The composition of this biomass has the right properties to create multiple beneficial products, such as solids, liquids, gases, and chemicals, by applying thermochemical processing. Liquefaction, hydrolysis, pyrolysis, or gasification can transform varied biomass wastes into more valuable products [19]. Among the thermochemical methods, pyrolysis is the most interesting one because it has been used in converting a variety of waste biomasses into different products [20].
Pyrolysis is a thermal chemical process that disintegrates organic compounds in the absence of oxygen, yielding liquid, solid, and gaseous products that vary depending on the raw materials and processing conditions used. The liquid produced by pyrolysis can serve as an alternative fuel or as a source of chemicals [21]. The heating rate used in pyrolysis can either be for slow pyrolysis (0.01–10°C·s−1) or for fast or flash pyrolysis (10–1,000°C·s−1) [22]. During the pyrolysis of lignin, thermal decay occurs over a wide temperature range (160–900°C), and bond breakage occurs randomly along the lateral chains of the aromatic ring and at aromatic bonds, resulting in various phenolic products [23,24]. In pyrolysis fluids, phenols and phenolic compounds have been formed by breaking the phenylpropane units in the lignin fraction of lignocellulose biomass [25]. In recent years, microwaves (MWs) at the commonly adopted 2.45 GHz frequency have been used as optimized heat sources in the pyrolysis of biomass. The results have shown that MW-based dielectric heating can reduce both energy consumption and reaction time so that MW pyrolysis can improve the overall production performance [26,27]. Heat transfer in MW pyrolysis occurs directly inside the raw materials by convection and does not induce surface drying of the raw materials [28] when compared with traditional pyrolysis, which uses heat from electric resistances. Therefore, microwaving is more efficient because it provides rapid volumetric heating [29]. Bio-oil from MW pyrolysis of sewage sludge was much cleaner than the bio-oil produced from traditional pyrolysis, as it did not contain harmful compounds such as heavy aromatic polycyclic compounds [30]. This study used MW oven for heating the samples.
Bio-oil has several environmental advantages compared to fossil fuels, as a clean fuel [31]. Bio-oil has a CO2/GHG balance of zero. As a result, its use can generate carbon credits. Because plant biomass contains insignificant amounts of sulfur, no SO x emissions are produced [32]. Bio-oil obtained from pyrolysis can be used for various purposes, such as transportation fuel, heat supply for power generation, or as fuel for boilers, furnaces, stationary diesel engines, and turbines [33]. However, the utilization of bio-oil as a biofuel is limited due to storage instability caused by oxidation, condensation, and polymerization. These impede its use as fuel, so improvements are needed [34].
Therefore, this study recognizes the importance of CNS and CFP, both of which are lignocellulosic biomass and potential renewable energy sources, from which bio-oil can be produced through fast pyrolysis to obtain phenols that are important and valuable raw materials.
2 Materials and methods
2.1 Preparation and characterization of biomass
The biomass used in this study was CNS obtained from the Sriburapha Orchid Plant in Phuket province, and CFP obtained from the Prince of Songkla University, Surat Thani campus. Only pods that had fallen to the ground were sampled, and both CNS and CFP were crushed and passed through a 10 mesh (2.00 mm) sieve, then dried in a hot-air oven at 105°C to reduce the moisture content to ≤10 wt%. The biomass was then sent to the Office of Scientific Instruments and Testing (Prince of Songkla University, Hat-Yai campus) for proximate (in-house method based on ASTM D7582) and ultimate (CHNS/O analyzer) analyses. Moreover, activated carbon (AC) (based on coconut shell) was crushed and passed through a 20 mesh (0.85 mm) sieve, then dried in a hot-air oven at 105°C to reduce its moisture content to ≤8 wt%. It was mixed with each type of biomass (CNS and CFP) in order for the AC to serve as a MW absorbent [35].
2.2 Simulation setup
In this step, an MW pyrolysis system was designed for the production of bio-oil. The COMSOL MultiPhysics™ software was used to simulate the interior of an MW reactor system by numerical calculations approximately solving partial differential equations along with integral equations. The finite-element method used is a good alternative for solving partial differential equations in complex domains and was used here to assess the motions of stationary wave formation by MWs within the system.
2.3 Setup of MW pyrolysis reactor system
The MW pyrolysis system was connected to an MW power supply that provides a pulsed electrical signal generated by a high-voltage transformer to double the voltage, a high-voltage capacitor, and a high-voltage diode that cuts off the signal. This MW pyrolysis system transmits MW energy from two magnetrons on opposite sides. It also used a K-type thermocouple to measure the temperature of the mixture (biomass with AC). This thermocouple was connected to temperature display and data logging by the Shimax Soft program. The MW pyrolysis system is schematically shown in Figure 1.

Schematic of experimental MW pyrolysis system: (1) mixture sample, (2) quartz reactor, (3) MW oven, (4) magnetrons, (5) nitrogen tube, (6) thermocouple, (7) microcontroller, (8) solid state relay (SSR), (9) power supply, (10) round bottom flask for storage, (11) condenser, (12) pump, and (13) Erlenmeyer flask for storage.
2.4 MW pyrolysis process
The design of experiments for bio-oil production by MW pyrolysis used factor levels 400°C, 500°C, and 600°C for temperature and biomass (CNS and CFP)-to-AC mass ratio at the levels 70:30, 80:20, and 90:10. The total weight of sample was limited to 500 g in each batch run with the MW pyrolysis reactor. Before starting the MW pyrolysis, flushing with one LPM of pure N2 gas was done for 5 min to ensure that the ambient air with oxygen had been removed.
2.5 Pyrolysis yield characterization
The bio-oil and the solid char residue were weighed with a digital scale, and the samples were stored in zip-lock bags. The bio-oil was analyzed for total phenolic content (TPC) using Folin–Ciocalteu (FC) reagent, and the chemical composition was otherwise determined with a gas chromatograph-mass spectrometer (GC-MS).
2.6 FC analysis
Gallic acid was used as the reference standard in the concentration range 0–200 µg·mL−1. Then, the bio-oil samples were diluted to a concentration of 300 µg·mL−1, and a pipetted solution sample of 20 µL was mixed with 100 µL of FC reagent, then 80 µL of 7.5% Na2CO3 was added to the microtiter plate (96 wells). The plate was shaken to ensure good mixing, set aside for 30 min, and the absorbance at 765 nm [36] was measured with a microplate reader, as illustrated in Figure 2. The TPC is reported in milligrams of gallic acid equivalent per gram of dry plant (mg·GAE·g·DW−1).

FC analysis of bio-oil with a microplate reader.
3 Results and discussion
3.1 Characteristics of biomass
The results of proximate analysis of CNS and CFP, summarized in Table 1, show higher moisture and more volatiles in CNS than in CFP, while ash and fixed carbon were higher in CFP. Biomass with a high ash content provides better cooling during pyrolysis or combustion than one with a low ash content [37]. Ash consists of minerals and inorganic substances in the biomass and affects the combustion rate of biomass [38]. In addition, biomass with a high ash content produces more residual charcoal from pyrolysis [39]. Table 2 summarizes the ultimate analyses of CNS and CFP, and it can be seen that the heating value and carbon content of CNS were relatively high compared to CFP, which is probably related to the internal CNSL in CNS [40]. The carbon and hydrogen contents are associated with the amount of hydrocarbons released during pyrolysis. Furthermore, it is also widely known that a biomass high in oxygen has a low gross heating value (GHV) [41].
Proximate analyses of CNS and CFP
Biomass | Proximate analysis (wt%) | |||
---|---|---|---|---|
Moisture | Volatiles | Ash | Fixed C | |
CNS | 9.650 | 82.405 | 1.619 | 15.972 |
CFP | 4.181 | 72.003 | 3.153 | 20.660 |
Ultimate analyses of CNS and CFP
Biomass | Ultimate analysis (wt%) | GHV (kcal·kg−1) | NHV (kcal·kg−1) | ||||
---|---|---|---|---|---|---|---|
C | H | N | S | O | |||
CNS | 57.837 | 6.809 | 0.551 | 0.012 | 33.924 | 5,627.917 | 5,006.659 |
CFP | 45.574 | 6.115 | 0.709 | <0.01 | 44.287 | 3,936.269 | 3,622.511 |
3.2 Simulation of the MW pyrolysis system
MW ovens operating at 2.45 GHz frequency can usually be adapted for use in pyrolysis experiments, and some MW modifications were used in this study. The MW pyrolysis system has oven dimensions of 0.22 m × 0.22 m × 0.31 m (x × y × z). It has two magnetrons with a total output power of 1,600 W (800 W each). The simulation used COMSOL Multiphysics™ software package, based on physical and mathematical models formulated to predict the dynamics of the pyrolysis process run with MW heating. The control equation for the electric field (E) is shown in Eq. 1, in which initial and boundary conditions were enforced in a three-dimensional (3D) numerical model, applying the radio frequency module ≫ electromagnetic waves, frequency domain (emw). The 3D model grid for the MW pyrolysis system of this study is shown in Figure 3a.
where µ
r is the relative permeability (H·m−1), j is the imaginary unit, σ is the electrical conductivity (S·m−1), ω is the angular frequency (rad·s−1), k is the thermal conductivity (W·m−1·K−1),

The 3D simulation model of an MW pyrolysis system (a), and the distribution of MW electric field in the reactor (b).
3.3 MW pyrolysis system
The MW pyrolysis system of this study is shown in Figure 4. It had two magnetrons to transmit MWs from opposing positions, and a K-type thermocouple was used to measure the sample temperature during an experimental batch run. The digital temperature controller amplified the signal from the thermocouple and regulated the temperature to a setpoint of 400°C, 500°C, or 600°C by manipulating a solid-state relay (SSR). The SSR acts as a circuit breaker turning MW power on and off, and the temperature control implemented did this switching at given maximum and minimum temperatures. The temperature data were recorded by a computer connected via RS485 in real-time during each run, using the Shimax software program.

The MW pyrolysis system consists of magnetrons, MW cavity (reactor set), and a control panel.
3.4 Pyrolysis yields
The experimental design was done with the Minitab program, and three products were obtained from the MW pyrolysis: solids, liquids, and gases. CNS and CFP were the alternative biomass feedstocks subjected to MW pyrolysis, in which the factors varied were the temperature (400°C, 500°C, and 600°C) and the ratio of biomass (CNS or CFP) to AC MW absorber (70:30, 80:20, and 90:10) as shown in Figure 5. Regarding the yields by product type from MW pyrolysis of CNS and CFP, there were mostly solids, followed by liquids, and finally, gases. The liquid yield from MW pyrolysis of CNS increased with temperature from 400°C to 600°C, namely from 6.0% to 18.7%, while the yield of solids decreased from 72.8% to 46.5%. Although solid products were more abundant than liquid products, this study focused on the yield of phenols found in the liquid products, seen later in the GC-MS results. The liquid (bio-oil) yield from MW pyrolysis of CFP increased with temperature from 400°C to 600°C as well, from 8.1% to 15.3%, while the yield of solids decreased from 79.7% to 56.7%.

The average product yields (%) obtained from MW pyrolysis of CNS and CFP.
When studying the influence of MW pyrolysis with manipulated factors on bio-oil yield (%) from CNS and CFP, it was found that the bio-oil yield of CNS decreased at 500°C, and the yield gradually increased as the temperature rises, unlike the yield of bio-oils from CFP that increased when the temperature was changed from 400°C to 500°C, but the trend was the opposite when the temperature changed from 500°C to 600°C, giving maximum bio-oil yield at 500°C. The high temperature made the thermal decomposition of biomass complete and easily removed volatile substances, but it also decreased the yield of bio-char. Part of the volatile matter from the biomass can be condensed into bio-oil, while the lighter bio-oil components remain in the gas phase [42]. Guedes et al. [43] reported that the optimum temperature maximizing the liquid product (bio-oil) from pyrolysis depends on the type of biomass feedstock. The yield of solids was similar in trend to other biomass types, such as rice straw and cotton stalk, as biochar amount decreased with pyrolysis temperature. The function of temperature in the pyrolysis process is to decompose the biomass bonds, and the efficiency of biomass decomposition increases with temperature. Numerous studies have discussed the role of temperature in bio-oil yield and stated that temperatures in the range 450–550°C result in higher liquid yields. However, these values change based on the biomass used and other variables in the process [44]. An increase in temperature causes a positive effect on the yield of liquid, but at the same time, if the temperature is very high, there is secondary cracking of volatiles, resulting in a higher gas yield [45]. Regarding the ratio of biomass to AC, increasing the ratio also resulted in increased bio-oil yields from CNS and CFP. AC was an efficient carbon-based catalyst for the production of hydrocarbons during pyrolysis. It enables converting biomass into bio-oil rich in hydrocarbons through a rapid pyrolysis process [46], while not using an MW absorber would only give comparatively slow heating.
3.5 Optimization of conditions to maximize bio-oil yield
The maximum yields (in %) of bio-oil from CNS and CFP were assessed. Based on an analysis of variance, the confidence intervals were calculated at 95% (α = 0.05) for the fit statistics, with coefficients given for coded factors used by the Design Expert 13 program, as shown in Table 3. For temperatures from 400°C to 600°C, bio-oil from CNS and CFP increased from 6.0% to 18.7% and from 8.1% to 15.3%. The cubic model fits the yield (%) of bio-oil for CNS and CFP, which is shown in Eqs. 2 and 3.
ANOVAs for the response surface regression models of bio-oil yield (%) from CNS and CFP
Analysis of variance | |||||
---|---|---|---|---|---|
Source | Sum of squares | DF | Mean square | F-value | P-value |
% yield of CNS | |||||
Model | 357.96 | 7 | 51.14 | 19.29 | <0.0001 |
Residual | 26.52 | 10 | 2.65 | ||
Lack of fit | 10.28 | 1 | 10.28 | 5.69 | 0.0408 |
Pure error | 16.24 | 9 | 1.80 | ||
Total | 384.47 | 17 | |||
% yield of CFP | |||||
Model | 73.27 | 7 | 10.47 | 3.54 | 0.0350 |
Residual | 29.57 | 10 | 2.96 | ||
Lack of fit | 0.3472 | 1 | 0.3472 | 0.1069 | 0.7511 |
Pure error | 29.22 | 9 | 3.25 | ||
Total | 102.84 | 17 |
Fit statistics | |||||
---|---|---|---|---|---|
Std.Dev. | Mean | C.V. % | R-sq | R-sq (adj) | |
% yield of CNS | |||||
1.63 | 9.88 | 17.00 | 0.9310 | 0.8828 | |
% yield of CFP | |||||
1.72 | 11.39 | 15.10 | 0.7125 | 0.5112 |
3.5.1 Final equations in terms of coded factor levels
where A is the temperature and B is the ratio of AC to biomass (CNS or CFP). P-values less than 0.05 indicate terms that are significant in the regression models. The model-based predictions of bio-oil yields from CNS and CFP are shown in Figure 6a and b, and a flag point indicates the model prediction of run conditions that maximize the yield. It can be seen that the optimal conditions for the production of bio-oil were at 600°C, a ratio of 90:10 (CNS:AC) and a temperature of 500°C; and a ratio of 90:10 (CFP:AC), with the yields estimated as 18.32% and 15.16%, respectively. In Figure 6c and d, the relationships between results from the regression models and the actual experimental results are shown for bio-oil yields from CNS and CFP. The coefficients of determination were R 2 = 0.9310 and 0.7125, respectively.

Three-dimensional response surface plots with temperature and mixing-ratio as axes (a) and (b) and the output of the fitted regression model is compared to the actual experimental results for bio-oil yields from CNS (c) and from CFP (d).
3.6 GC-MS analysis of bio-oil
The chemical composition of bio-oil from MW pyrolysis, analyzed with GC-MS, showed the main components: acids, esters, ketones, furans, pyrans, guaiacol, syringols, and phenols. Most of them are phenol derivatives, as shown in Table 4, listing GC-MS compounds from MW pyrolysis of CNS and CFP optimized to maximal bio-oil yield. Clearly, the bio-oils from CNS and CFP differ in their compositions estimated from peak areas [47]. Significant peak areas in the ion chromatograms were taken by phenolics, acids, ketones, and guaiacol, as shown in Figure 7. For the CNS runs at 400–600°C, it was found that the number of peaks belonging to various chemical constituents was denser than for CFP runs at 400–600°C, and the prominent peak for CFP was attributed to acetic acid.
Main chemical components (according to % peak area) identified by GC-MS in bio-oils from MW pyrolysis of CNS and CFP
Chemical component | CNS | CFP |
---|---|---|
Acid | 0.48 | 39.13 |
Esters | 0.12 | 0.15 |
Ketones | 9.18 | 18.03 |
Furans | 2.65 | 4.39 |
Pyrans | 0.70 | 0.39 |
Guaiacol | 7.48 | 4.17 |
Syringols | 1.14 | 0.54 |
Phenol | ND | 11.80 |
(Z)-3-(Pentadec-8-en-1-yl)phenol | 9.23 | ND |
2-(5-Methyl-5-hexenyl)phenol | 0.75 | ND |
2-Methoxy-4-vinylphenol | 0.57 | 3.90 |
3-Tridecylphenol | 4.37 | ND |
4-Chloro-2,3,5-trimethylphenol | 0.12 | ND |
4-Cyclohepta-2,4,6-trienyl-phenol | 0.26 | ND |
Creosol | 1.37 | 4.20 |
o-Cresol | ND | 0.50 |
Catechol | ND | 3.53 |
p-Cresol | 1.25 | 2.00 |
Phenol, 2-(1-methylethyl)- | 0.64 | ND |
Phenol, 2,3,5-trimethyl- | 1.16 | 0.00 |
Phenol, 2,4,6-trimethyl- | 0.20 | ND |
Phenol, 2,4-dimethyl- | 3.11 | ND |
Phenol, 2,6-dimethoxy- | 0.91 | 4.10 |
Phenol, 2,6-dimethoxy-4-(2-propenyl)- | 0.54 | 0.30 |
Phenol, 2,6-dimethyl- | 0.64 | ND |
Phenol, 2-ethyl- | 4.83 | 0.20 |
Phenol, 2-ethyl-4-methyl- | 3.18 | ND |
Phenol, 2-methoxy- | 2.33 | 7.20 |
Phenol, 2-methoxy-3-methyl- | ND | 0.10 |
Phenol, 2-methoxy-4-(1-propenyl)- | 0.73 | ND |
Phenol, 2-methoxy-4-propyl- | ND | 0.30 |
Phenol, 2-methoxy-6-(2-propenyl)- | ND | 0.10 |
Phenol, 2-methyl- | 1.97 | ND |
Phenol, 3-(1-methylethyl)- | 0.54 | ND |
Phenol, 3-(2-phenylethyl)- | 0.30 | ND |
Phenol, 3,4-dimethoxy-, acetate | ND | 0.20 |
Phenol, 3,4-dimethyl- | 0.67 | 0.30 |
Phenol, 3,5-dimethyl-, methylcarbamate | ND | 0.30 |
Phenol, 3-cyclohexyl- | 2.77 | ND |
Phenol, 3-dodecyl- | 0.61 | ND |
Phenol, 3-ethyl- | 3.76 | ND |
Phenol, 3-ethyl-5-methyl- | 0.84 | ND |
Phenol, 3-methyl- | 6.00 | ND |
Phenol, 3-octyl- | 3.00 | ND |
Phenol, 3-propyl- | 0.79 | ND |
Phenol, 3-undecyl- | 1.18 | ND |
Phenol, 4-(1-methylethyl)- | 0.84 | ND |
Phenol, 4-ethenyl-2,6-dimethoxy- | ND | 0.20 |
Phenol, 4-ethyl- | 1.43 | ND |
Phenol, diethyl- | 1.05 | ND |
Phenol, p-(2-methylallyl)- | 0.54 | ND |
1,2-Benzenediol, 3-methyl- | 1.42 | 0.53 |
1,2-Benzenediol, 4-methyl- | 1.82 | 0.87 |
* ND – not detected = concentration below limit of detection.

Total ion chromatograms from GC-MS analysis of bio-oils from MW pyrolysis of CNS and CFP.
The analysis of the bio-oils from CNS indicates that the phenolics dominated in the peak area, as shown in Figure 8, contributing 22.37–23.09% for run temperatures from 400°C to 600°C. (Z)-3-(pentadec-8-en-1-yl) phenol; phenol, 3-methyl-; phenol, 2-ethyl-; 3-tridecylphenol; and phenol, 3-ethyl- were observed as the main phenolics in bio-oil from CNS. The analysis of bio-oils from CFP indicated that the acids dominated with 37.25–45.20% for temperatures of 400–600°C, as shown in Figure 8. Phenolic compounds were also found, such as phenol; 2-methoxy-4-vinylphenol; phenol, 2,6-dimethoxy-; phenol, 2-methoxy-; etc. The phenolics in pyrolysis bio-oil result from the degradation of complex aromatic scaffolds of lignin [48], and guaiacol or 2-methoxyphenol was an intermediary in the production of p-cresol, catechol, and phenol [49]. Guaiacol and syringols are monomeric units of large molecules in lignin, which is broken down during pyrolysis either through demethylation into catechol and methane, or through demethoxylation into phenol and carbon dioxide, according to Wang et al. [50]. Higher phenolics content was found in the CNS bio-oil compared to the CFP bio-oil, because the CNSL contains polyphenols in CNS and contributes about 30–35% of all CNS [11].

Chemical compositions of bio-oils from the MW pyrolysis of CNS and CFP.
According to the GC-MS chromatography of bio-oils from CNS and CFP, three phenol compounds were obtained, namely phenol, syringol, and guaiacol [51]. Lignin’s main chemical components are classified as phenol-type (H-type), syringol-type (S-type), guaiacol-type (G-type), and catechol-type (C-type) compounds [52,53] as presented in Table 5. The catechol-type (C-type) compounds stem from demethylation of guaiacol-type (G-type) [54].
Main chemical structural elements in phenol compounds from CNS and CFP bio-oil pyrolysis
Phenol-type (H-type) | Syringol-type (S-type) | Guaiacol-type (G-type) | Catechol-type (C-type) |
---|---|---|---|
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Phenol | Syringols | Guaiacol | Catechol |
Phenol, 2-ethyl- | Phenol, 2,6-dimethoxy- | Creosol | 1,2-Benzenediol, 3-methyl- |
Phenol, 4-ethyl- | Phenol, 2,6-dimethoxy-4-(2-propenyl)- | Phenol, 2-methoxy- | 1,2-Benzenediol, 4-methyl- |
Phenol, diethyl- | Phenol, 2-methoxy-3-methyl- | ||
Phenol, 2,4-dimethyl- | 2-Methoxy-4-vinylphenol |
3.7 TPC of bio-oils from FC analysis
The TPC of bio-oils from the MW pyrolysis of CNS and CFP were calculated using the calibration curve for gallic acid, as shown in Figure 9. The gallic acid standards were run at concentrations of 0, 25, 50, 100, and 200 µg·mL−1, and absorbance was measured at 765 nm wavelength (equation y = 0.0066x + 0.0716, R 2 = 0.9998) to be 0.067, 0.240, 0.410, 0.720, and 1.392, respectively. The linear fit with a correlation coefficient r > 0.995 indicates good linearity of the data [55].

Calibration curve for gallic acid standard in the determination of TPC.
The TPC in bio-oils from MW pyrolysis of CNS and CFP are shown in Figure 10, for run temperatures of 400°C to 600°C. The TPC ranges of these bio-oils from CNS and CFP were 137.67–188.83 mg GAE‧g DW−1 and 20.40–69.90 mg·GAE·g·DW−1, respectively. Panitan and Pattawat [56] found in the TPC analysis of five crude extracts (from flowers, young leaves, mature leaves, twigs, and bark of C. magna) that the gallic acid calibration curve was suitable (R 2 = 0.996), and the TPC in the crude extracts ranged from 0.81 ± 0.09 to 5.73 ± 0.28 mg·GAE·g·DW−1. The phenolic content obtained by FC analysis varied depending on the time of basification, compared to gallic acid calibration [57]. The response to FC reagent indicates the number of phenolic groups contained in bio-oil [58].

The average TPC of bio-oils from MW pyrolysis of CNS and CFP.
3.8 Phenolic contents of bio-oils by a different analysis
The bio-oils from CNS and CFP were analyzed by GC-MS and FC analysis. The highest phenolic content in bio-oil from CNS at 500°C was 23.56% and 164.83 mg GAE·g·DW−1. Meanwhile, in bio-oil from CFP at 400°C, these were 13.23% and 45.90 mg GAE·g·DW−1, as shown in Figure 11. It can be seen that the FC analysis gave a higher phenolic content, partly due to the inaccessible hydroxyl groups. Many researchers have confirmed that this is mainly due to the different responses of different compounds [59].

Phenolic contents in bio-oils from MW pyrolysis of CNS and CFP, based on GC–MS and FC analysis.
4 Conclusions
The pyrolysis with MW heating for the production of bio-oil from CNS and CFP was tested experimentally. Within the pyrolysis reactor system, there is an electric field strength of 185.38 V·m2 at an MW frequency of 2.45 GHz, calculated from physical and mathematical model equations using COMSOL MultiphysicsTM program for the simulation that solved the electric field distribution of MW inside the pyrolysis reactor. To study the optimal conditions for the production of bio-oil from the two biomasses, CNS and CFP, while using AC as an MW adsorbent, the experimental design had two manipulated factors, namely temperature (400°C, 500°C, and 600°C) and biomass to AC ratio (70:30, 80:20, and 90:10). It was found that the liquid yields (of total bio-oil) from CNS and CFP increased, respectively, from 6.0% to 18.7% and from 8.1% to 15.3%, over the temperature range from 400°C to 600°C. Experimentally it was found that the ratio of biomass (CNS, CFP) to AC influences the MW pyrolysis, as the ratios 70:30, 80:20, and 90:10 covered yields from low to high. The chemical compositions of bio-oils from CNS and CFP were studied by GC-MS analysis, showing acids, esters, ketones, furans, pyrans, guaiacol, syringol, and phenols as the main components. The bio-oils from CNS and CFP contained phenol derivatives for 23.56% and 13.23%, respectively, derived from the lignin components of phenol-type (H-type), syringol-type (S-type), guaiacol-type (G-type), and catechol-type (C-type). According to FC analysis, the phenolic contents in CNS and CFP bio-oils were maximally 189 and 70 mg·GAE·g·DW−1, respectively. According to GC-MS and FC analysis, the CNS bio-oil prepared at 500°C and the CFP bio-oil prepared at 400°C had the highest phenolic contents among the pyrolysis conditions tested.
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Funding information: This work was funded by Fundamental Fund 2023 (FF2566; SIT6601171S), and it was supported by Thesis Research Grant for scientific research/development of tools/development of innovations that require materials, Engineering Graduate Scholarship and the authors thank the Research and Development Office (RDO), Prince of Songkla University, Hat-Yai campus, and Prince of Songkla University, Surat-Thani campus for supporting this project under the Integrated High Value of Oleochemical (IH-VO) Research Center.
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Author contributions: Ratima Waithongkham processed the experiment, analyzed the results, and drafted a manuscript; Yutthapong Pianroj designed the research methodology; Saysunee Jumrat proposed the method, analyzed results, and drafted a manuscript; Parinuch Chumkaew conducted experiments; Seppo Karrila reviewed the manuscript; Teerasak Punvichai supported the funding research. All the authors read and supervised the final manuscript.
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Conflict of interest: The authors state no conflict of interest.
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Data availability statement: The authors declare that data supporting the results of this study are contained in additional articles and information.
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- Green synthesis of Kickxia elatine-induced silver nanoparticles and their role as anti-acetylcholinesterase in the treatment of Alzheimer’s disease
- Phytocrystallization of silver nanoparticles using Cassia alata flower extract for effective control of fungal skin pathogens
- Antibacterial wound dressing with hydrogel from chitosan and polyvinyl alcohol from the red cabbage extract loaded with silver nanoparticles
- Leveraging of mycogenic copper oxide nanostructures for disease management of Alternaria blight of Brassica juncea
- Nanoscale molecular reactions in microbiological medicines in modern medical applications
- Synthesis and characterization of ZnO/β-cyclodextrin/nicotinic acid nanocomposite and its biological and environmental application
- Green synthesis of silver nanoparticles via Taxus wallichiana Zucc. plant-derived Taxol: Novel utilization as anticancer, antioxidation, anti-inflammation, and antiurolithic potential
- Recyclability and catalytic characteristics of copper oxide nanoparticles derived from bougainvillea plant flower extract for biomedical application
- Phytofabrication, characterization, and evaluation of novel bioinspired selenium–iron (Se–Fe) nanocomposites using Allium sativum extract for bio-potential applications
- Erratum
- Erratum to “Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)”
Articles in the same Issue
- Research Articles
- Value-added utilization of coal fly ash and recycled polyvinyl chloride in door or window sub-frame composites
- High removal efficiency of volatile phenol from coking wastewater using coal gasification slag via optimized adsorption and multi-grade batch process
- Evolution of surface morphology and properties of diamond films by hydrogen plasma etching
- Removal efficiency of dibenzofuran using CuZn-zeolitic imidazole frameworks as a catalyst and adsorbent
- Rapid and efficient microwave-assisted extraction of Caesalpinia sappan Linn. heartwood and subsequent synthesis of gold nanoparticles
- The catalytic characteristics of 2-methylnaphthalene acylation with AlCl3 immobilized on Hβ as Lewis acid catalyst
- Biodegradation of synthetic PVP biofilms using natural materials and nanoparticles
- Rutin-loaded selenium nanoparticles modulated the redox status, inflammatory, and apoptotic pathways associated with pentylenetetrazole-induced epilepsy in mice
- Optimization of apigenin nanoparticles prepared by planetary ball milling: In vitro and in vivo studies
- Synthesis and characterization of silver nanoparticles using Origanum onites leaves: Cytotoxic, apoptotic, and necrotic effects on Capan-1, L929, and Caco-2 cell lines
- Exergy analysis of a conceptual CO2 capture process with an amine-based DES
- Construction of fluorescence system of felodipine–tetracyanovinyl–2,2′-bipyridine complex
- Excellent photocatalytic degradation of rhodamine B over Bi2O3 supported on Zn-MOF nanocomposites under visible light
- Optimization-based control strategy for a large-scale polyhydroxyalkanoates production in a fed-batch bioreactor using a coupled PDE–ODE system
- Effectiveness of pH and amount of Artemia urumiana extract on physical, chemical, and biological attributes of UV-fabricated biogold nanoparticles
- Geranium leaf-mediated synthesis of silver nanoparticles and their transcriptomic effects on Candida albicans
- Synthesis, characterization, anticancer, anti-inflammatory activities, and docking studies of 3,5-disubstituted thiadiazine-2-thiones
- Synthesis and stability of phospholipid-encapsulated nano-selenium
- Putative anti-proliferative effect of Indian mustard (Brassica juncea) seed and its nano-formulation
- Enrichment of low-grade phosphorites by the selective leaching method
- Electrochemical analysis of the dissolution of gold in a copper–ethylenediamine–thiosulfate system
- Characterisation of carbonate lake sediments as a potential filler for polymer composites
- Evaluation of nano-selenium biofortification characteristics of alfalfa (Medicago sativa L.)
- Quality of oil extracted by cold press from Nigella sativa seeds incorporated with rosemary extracts and pretreated by microwaves
- Heteropolyacid-loaded MOF-derived mesoporous zirconia catalyst for chemical degradation of rhodamine B
- Recovery of critical metals from carbonatite-type mineral wastes: Geochemical modeling investigation of (bio)hydrometallurgical leaching of REEs
- Photocatalytic properties of ZnFe-mixed oxides synthesized via a simple route for water remediation
- Attenuation of di(2-ethylhexyl)phthalate-induced hepatic and renal toxicity by naringin nanoparticles in a rat model
- Novel in situ synthesis of quaternary core–shell metallic sulfide nanocomposites for degradation of organic dyes and hydrogen production
- Microfluidic steam-based synthesis of luminescent carbon quantum dots as sensing probes for nitrite detection
- Transformation of eggshell waste to egg white protein solution, calcium chloride dihydrate, and eggshell membrane powder
- Preparation of Zr-MOFs for the adsorption of doxycycline hydrochloride from wastewater
- Green nanoarchitectonics of the silver nanocrystal potential for treating malaria and their cytotoxic effects on the kidney Vero cell line
- Carbon emissions analysis of producing modified asphalt with natural asphalt
- An efficient and green synthesis of 2-phenylquinazolin-4(3H)-ones via t-BuONa-mediated oxidative condensation of 2-aminobenzamides and benzyl alcohols under solvent- and transition metal-free conditions
- Chitosan nanoparticles loaded with mesosulfuron methyl and mesosulfuron methyl + florasulam + MCPA isooctyl to manage weeds of wheat (Triticum aestivum L.)
- Synergism between lignite and high-sulfur petroleum coke in CO2 gasification
- Facile aqueous synthesis of ZnCuInS/ZnS–ZnS QDs with enhanced photoluminescence lifetime for selective detection of Cu(ii) ions
- Rapid synthesis of copper nanoparticles using Nepeta cataria leaves: An eco-friendly management of disease-causing vectors and bacterial pathogens
- Study on the photoelectrocatalytic activity of reduced TiO2 nanotube films for removal of methyl orange
- Development of a fuzzy logic model for the prediction of spark-ignition engine performance and emission for gasoline–ethanol blends
- Micro-impact-induced mechano-chemical synthesis of organic precursors from FeC/FeN and carbonates/nitrates in water and its extension to nucleobases
- Green synthesis of strontium-doped tin dioxide (SrSnO2) nanoparticles using the Mahonia bealei leaf extract and evaluation of their anticancer and antimicrobial activities
- A study on the larvicidal and adulticidal potential of Cladostepus spongiosus macroalgae and green-fabricated silver nanoparticles against mosquito vectors
- Catalysts based on nickel salt heteropolytungstates for selective oxidation of diphenyl sulfide
- Powerful antibacterial nanocomposites from Corallina officinalis-mediated nanometals and chitosan nanoparticles against fish-borne pathogens
- Removal behavior of Zn and alkalis from blast furnace dust in pre-reduction sinter process
- Environmentally friendly synthesis and computational studies of novel class of acridinedione integrated spirothiopyrrolizidines/indolizidines
- The mechanisms of inhibition and lubrication of clean fracturing flowback fluids in water-based drilling fluids
- Adsorption/desorption performance of cellulose membrane for Pb(ii)
- A one-pot, multicomponent tandem synthesis of fused polycyclic pyrrolo[3,2-c]quinolinone/pyrrolizino[2,3-c]quinolinone hybrid heterocycles via environmentally benign solid state melt reaction
- Green synthesis of silver nanoparticles using durian rind extract and optical characteristics of surface plasmon resonance-based optical sensor for the detection of hydrogen peroxide
- Electrochemical analysis of copper-EDTA-ammonia-gold thiosulfate dissolution system
- Characterization of bio-oil production by microwave pyrolysis from cashew nut shells and Cassia fistula pods
- Green synthesis methods and characterization of bacterial cellulose/silver nanoparticle composites
- Photocatalytic research performance of zinc oxide/graphite phase carbon nitride catalyst and its application in environment
- Effect of phytogenic iron nanoparticles on the bio-fortification of wheat varieties
- In vitro anti-cancer and antimicrobial effects of manganese oxide nanoparticles synthesized using the Glycyrrhiza uralensis leaf extract on breast cancer cell lines
- Preparation of Pd/Ce(F)-MCM-48 catalysts and their catalytic performance of n-heptane isomerization
- Green “one-pot” fluorescent bis-indolizine synthesis with whole-cell plant biocatalysis
- Silica-titania mesoporous silicas of MCM-41 type as effective catalysts and photocatalysts for selective oxidation of diphenyl sulfide by H2O2
- Biosynthesis of zinc oxide nanoparticles from molted feathers of Pavo cristatus and their antibiofilm and anticancer activities
- Clean preparation of rutile from Ti-containing mixed molten slag by CO2 oxidation
- Synthesis and characterization of Pluronic F-127-coated titanium dioxide nanoparticles synthesized from extracts of Atractylodes macrocephala leaf for antioxidant, antimicrobial, and anticancer properties
- Effect of pretreatment with alkali on the anaerobic digestion characteristics of kitchen waste and analysis of microbial diversity
- Ameliorated antimicrobial, antioxidant, and anticancer properties by Plectranthus vettiveroides root extract-mediated green synthesis of chitosan nanoparticles
- Microwave-accelerated pretreatment technique in green extraction of oil and bioactive compounds from camelina seeds: Effectiveness and characterization
- Studies on the extraction performance of phorate by aptamer-functionalized magnetic nanoparticles in plasma samples
- Investigation of structural properties and antibacterial activity of AgO nanoparticle extract from Solanum nigrum/Mentha leaf extracts by green synthesis method
- Green fabrication of chitosan from marine crustaceans and mushroom waste: Toward sustainable resource utilization
- Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)
- The enhanced adsorption properties of phosphorus from aqueous solutions using lanthanum modified synthetic zeolites
- Separation of graphene oxides of different sizes by multi-layer dialysis and anti-friction and lubrication performance
- Visible-light-assisted base-catalyzed, one-pot synthesis of highly functionalized cinnolines
- The experimental study on the air oxidation of 5-hydroxymethylfurfural to 2,5-furandicarboxylic acid with Co–Mn–Br system
- Highly efficient removal of tetracycline and methyl violet 2B from aqueous solution using the bimetallic FeZn-ZIFs catalyst
- A thermo-tolerant cellulase enzyme produced by Bacillus amyloliquefaciens M7, an insight into synthesis, optimization, characterization, and bio-polishing activity
- Exploration of ketone derivatives of succinimide for their antidiabetic potential: In vitro and in vivo approaches
- Ultrasound-assisted green synthesis and in silico study of 6-(4-(butylamino)-6-(diethylamino)-1,3,5-triazin-2-yl)oxypyridazine derivatives
- A study of the anticancer potential of Pluronic F-127 encapsulated Fe2O3 nanoparticles derived from Berberis vulgaris extract
- Biogenic synthesis of silver nanoparticles using Consolida orientalis flowers: Identification, catalytic degradation, and biological effect
- Initial assessment of the presence of plastic waste in some coastal mangrove forests in Vietnam
- Adsorption synergy electrocatalytic degradation of phenol by active oxygen-containing species generated in Co-coal based cathode and graphite anode
- Antibacterial, antifungal, antioxidant, and cytotoxicity activities of the aqueous extract of Syzygium aromaticum-mediated synthesized novel silver nanoparticles
- Synthesis of a silica matrix with ZnO nanoparticles for the fabrication of a recyclable photodegradation system to eliminate methylene blue dye
- Natural polymer fillers instead of dye and pigments: Pumice and scoria in PDMS fluid and elastomer composites
- Study on the preparation of glycerylphosphorylcholine by transesterification under supported sodium methoxide
- Wireless network handheld terminal-based green ecological sustainable design evaluation system: Improved data communication and reduced packet loss rate
- The optimization of hydrogel strength from cassava starch using oxidized sucrose as a crosslinking agent
- Green synthesis of silver nanoparticles using Saccharum officinarum leaf extract for antiviral paint
- Study on the reliability of nano-silver-coated tin solder joints for flip chips
- Environmentally sustainable analytical quality by design aided RP-HPLC method for the estimation of brilliant blue in commercial food samples employing a green-ultrasound-assisted extraction technique
- Anticancer and antimicrobial potential of zinc/sodium alginate/polyethylene glycol/d-pinitol nanocomposites against osteosarcoma MG-63 cells
- Nanoporous carbon@CoFe2O4 nanocomposite as a green absorbent for the adsorptive removal of Hg(ii) from aqueous solutions
- Characterization of silver sulfide nanoparticles from actinobacterial strain (M10A62) and its toxicity against lepidopteran and dipterans insect species
- Phyto-fabrication and characterization of silver nanoparticles using Withania somnifera: Investigating antioxidant potential
- Effect of e-waste nanofillers on the mechanical, thermal, and wear properties of epoxy-blend sisal woven fiber-reinforced composites
- Magnesium nanohydroxide (2D brucite) as a host matrix for thymol and carvacrol: Synthesis, characterization, and inhibition of foodborne pathogens
- Synergistic inhibitive effect of a hybrid zinc oxide-benzalkonium chloride composite on the corrosion of carbon steel in a sulfuric acidic solution
- Review Articles
- Role and the importance of green approach in biosynthesis of nanopropolis and effectiveness of propolis in the treatment of COVID-19 pandemic
- Gum tragacanth-mediated synthesis of metal nanoparticles, characterization, and their applications as a bactericide, catalyst, antioxidant, and peroxidase mimic
- Green-processed nano-biocomposite (ZnO–TiO2): Potential candidates for biomedical applications
- Reaction mechanisms in microwave-assisted lignin depolymerisation in hydrogen-donating solvents
- Recent progress on non-noble metal catalysts for the deoxydehydration of biomass-derived oxygenates
- Rapid Communication
- Phosphorus removal by iron–carbon microelectrolysis: A new way to achieve phosphorus recovery
- Special Issue: Biomolecules-derived synthesis of nanomaterials for environmental and biological applications (Guest Editors: Arpita Roy and Fernanda Maria Policarpo Tonelli)
- Biomolecules-derived synthesis of nanomaterials for environmental and biological applications
- Nano-encapsulated tanshinone IIA in PLGA-PEG-COOH inhibits apoptosis and inflammation in cerebral ischemia/reperfusion injury
- Green fabrication of silver nanoparticles using Melia azedarach ripened fruit extract, their characterization, and biological properties
- Green-synthesized nanoparticles and their therapeutic applications: A review
- Antioxidant, antibacterial, and cytotoxicity potential of synthesized silver nanoparticles from the Cassia alata leaf aqueous extract
- Green synthesis of silver nanoparticles using Callisia fragrans leaf extract and its anticancer activity against MCF-7, HepG2, KB, LU-1, and MKN-7 cell lines
- Algae-based green AgNPs, AuNPs, and FeNPs as potential nanoremediators
- Green synthesis of Kickxia elatine-induced silver nanoparticles and their role as anti-acetylcholinesterase in the treatment of Alzheimer’s disease
- Phytocrystallization of silver nanoparticles using Cassia alata flower extract for effective control of fungal skin pathogens
- Antibacterial wound dressing with hydrogel from chitosan and polyvinyl alcohol from the red cabbage extract loaded with silver nanoparticles
- Leveraging of mycogenic copper oxide nanostructures for disease management of Alternaria blight of Brassica juncea
- Nanoscale molecular reactions in microbiological medicines in modern medical applications
- Synthesis and characterization of ZnO/β-cyclodextrin/nicotinic acid nanocomposite and its biological and environmental application
- Green synthesis of silver nanoparticles via Taxus wallichiana Zucc. plant-derived Taxol: Novel utilization as anticancer, antioxidation, anti-inflammation, and antiurolithic potential
- Recyclability and catalytic characteristics of copper oxide nanoparticles derived from bougainvillea plant flower extract for biomedical application
- Phytofabrication, characterization, and evaluation of novel bioinspired selenium–iron (Se–Fe) nanocomposites using Allium sativum extract for bio-potential applications
- Erratum
- Erratum to “Synthesis, characterization, and evaluation of nanoparticles of clodinofop propargyl and fenoxaprop-P-ethyl on weed control, growth, and yield of wheat (Triticum aestivum L.)”